Triple

T5564669
Position Surface form Disambiguated ID Type / Status
Subject FLNC E145852 entity
Predicate target P860 FINISHED
Object French security forces
French security forces are the national law enforcement and military units of France responsible for maintaining internal security, public order, and counterterrorism operations.
E307877 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: French security forces | Statement: [FLNC, target, French security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French security forces
Context triple: [FLNC, target, French security forces]
  • A. French authorities
    French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
  • B. National Police of France
    The National Police of France is the civilian law enforcement agency responsible for policing urban areas, maintaining public order, and conducting criminal investigations under the authority of the French Ministry of the Interior.
  • C. French Armed Forces
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • D. Milice française
    The Milice française was a collaborationist paramilitary force established by the Vichy regime during World War II to support Nazi Germany by combating the French Resistance and persecuting Jews and political opponents.
  • E. European gendarmerie forces
    The European gendarmerie forces are a coalition of European countries’ military-status police units that collaborate on international security, crisis management, and law enforcement operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: French security forces
Triple: [FLNC, target, French security forces]
Generated description
French security forces are the national law enforcement and military units of France responsible for maintaining internal security, public order, and counterterrorism operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French security forces
Target entity description: French security forces are the national law enforcement and military units of France responsible for maintaining internal security, public order, and counterterrorism operations.
  • A. French authorities
    French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
  • B. National Police of France chosen
    The National Police of France is the civilian law enforcement agency responsible for policing urban areas, maintaining public order, and conducting criminal investigations under the authority of the French Ministry of the Interior.
  • C. French Armed Forces
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • D. Milice française
    The Milice française was a collaborationist paramilitary force established by the Vichy regime during World War II to support Nazi Germany by combating the French Resistance and persecuting Jews and political opponents.
  • E. European gendarmerie forces
    The European gendarmerie forces are a coalition of European countries’ military-status police units that collaborate on international security, crisis management, and law enforcement operations.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c008fdae24819081aa002ad99cd966 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02033cc308190895f13454c57f452 completed March 22, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d0ca0088190a5d63139ba194e8e completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e868cc48190bdb245ba52b9b938 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f0de68c8190817b525f2d8ef327 completed March 22, 2026, 8:20 p.m.
Created at: March 22, 2026, 3:36 p.m.